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IDEAL
2004
Springer
15 years 9 months ago
Dimensionality Reduction with Image Data
A common objective in image analysis is dimensionality reduction. The most common often used data-exploratory technique with this objective is principal component analysis. We pro...
Mónica Benito, Daniel Peña
160
Voted
JMLR
2010
198views more  JMLR 2010»
15 years 2 months ago
On Learning with Integral Operators
A large number of learning algorithms, for example, spectral clustering, kernel Principal Components Analysis and many manifold methods are based on estimating eigenvalues and eig...
Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito
114
Voted
WOA
2007
15 years 5 months ago
A Comparison of Upper Ontologies
Abstract. Upper Ontologies are quickly becoming a key technology for integrating heterogeneous knowledge coming from different sources. In this technical report we analyse 7 Upper ...
Viviana Mascardi, Valentina Cordì, Paolo Ro...
140
Voted
ICSOC
2010
Springer
15 years 2 months ago
Carbon-Aware Business Process Design in Abnoba
A key element of any approach to meeting the climate change challenge is the ability to improve operational efficiency in a pervasive fashion. The notion of a business process is a...
Konstantin Hoesch-Klohe, Aditya K. Ghose
132
Voted
HICSS
2007
IEEE
187views Biometrics» more  HICSS 2007»
15 years 10 months ago
A Service-Oriented Data Integration and Analysis Environment for In Silico Experiments and Bioinformatics Research
In this paper, we present a practical experiment of building a service-oriented system upon current web services technologies and bioinformatics middleware. The system allows scie...
Xiaorong Xiang, Gregory R. Madey, Jeanne Romero-Se...